Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type accuracy boyce_cont roc_auc tss_max
rf 0.9436242 0.8996464 0.9922898 0.9615918
bt 0.9275168 0.9124793 0.9870653 0.9395918
maxnet 0.6483221 0.9567927 0.7874408 0.4400408
gam NA NA 0.7921918 NA
glm NA NA 0.7339306 NA

Variable Importance